Digital Commons Network^™

Fgl2-Knockout Tumor Cells Serve As A Vaccine Inducing Long-Duration Brain-Resident Memory T Cells That Reject Subsequent Intracranial Tumor Cell Challenges, Sheng Zhang, Yining Jin, Zhiliang Jia, Xueqing Xia, Yang Li, Qi Wang, Jing Wang, Jian Wang, Joya Chandra, Gregory K Friedman, Shulin Li

Faculty, Staff and Student Publications

The failure to prevent brain tumors, including both recurrent primary and metastatic brain tumors, is the primary cause of patients' mortality. We developed a novel whole tumor-cell vaccine to rapidly induce long-duration brain-resident memory T (TRM) cells that prevent brain tumor progression. Ten Fgl2-KO primary and metastatic tumor cell lines, generated via CRISPR/Cas9, were used to vaccinate mice and for intracranial challenges with the WT tumor cells. Not only did vaccinated mice reject these tumor cell challenges, but also more than half of these mice became long-duration survivors. Transplanting brain immune cells from vaccinated mice into naïve mice enabled this …

Spatial Profiling Reveals Distinct Molecular And Immune Evolution Of Mouse Lung Adenocarcinoma Precancers With Or Without Carcinogen Exposure, Bo Zhu, Muhammad Aminu, Pingjun Chen, Jian-Rong Li, Chuanpeng Dong, Chenyang Li, Yanhua Tian, Shao-Wei Lu, Hong Chen, Chenxi Ma, Xin Hu, Jie Ye, Andrew Y Liu, Beibei Huang, Frank R Rojas, Parra Cuentas Edwin Roger, Ou Shi, Monique B Nilsson, Alissa Poteete, Khaja B Khan, Wei Lu, Luisa M Solis Soto, Junya Fujimoto, Cara Haymaker, Ignacio I Wistuba, Zhubo Wei, Linghua Wang, Don L Gibbons, Ken Chen, Alexandre Reuben, Jason M Schenkel, John V Heymach, Chao Cheng, Jia Wu, Jianjun Zhang

Faculty, Staff and Student Publications

Tumor evolution involves genetic, transcriptional, and phenotypic alterations that shape cancer cell behavior and interactions with the microenvironment. While single‐cell technologies have advanced our understanding of this process, spatial dynamics remain incompletely characterized. Here, whole‐exome sequencing (WES), imaging mass cytometry (IMC), and spatial transcriptomics (ST) were integrated to study molecular evolution and immune responses in two lung adenocarcinoma (LUAD) mouse models: a genetically engineered model (129S4/Sv‐KrasLSL‐G12D, termed 129S4 K) and a carcinogen‐induced precancer model (129S4 U). Compared to 129S4 K, 129S4 U tumors exhibited higher mutational, neoantigen but lower copy number variation (CNV) burdens at matched developmental timepoints, consistent with …

The Role Of Top-Down Appetite Self-Regulation In The Development Of Healthy Eating Behaviors Among Children: A Narrative Review And Socialization Framework, David J Bridgett, Sheryl O Hughes, Matthew Broussard, Daniela Mccourt, Christina M Croce, Jennifer O Fisher

Faculty, Staff and Students Publications

Appetite self-regulation (ASR) among children is thought to have a fundamental role in shaping the development of healthy eating behaviors, dietary intake, and growth during childhood. Parallel to developmental frameworks for understanding "general" self-regulation among children, ASR has been described as involving children's use of "top-down" cognitive processes to moderate "bottom-up" biological drives around food approach and avoidance in the interest of achieving desired eating behaviors or outcomes. Whereas bottom-up ASR processes during early childhood are well characterized, particularly in the context of dysregulation and obesity risk, the role of top-down ASR processes in the development of healthy eating behaviors …

Widespread Decline In The Abundance Of Sea Cucumber Assemblages In Atolls Of The Protected Rowley Shoals, Northwestern Australia, Inês Leal, Claire L. Ross, Simone Strydom, Richard D. Evans, Thomas H. Holmes, Graham J. Edgar, John K. Keesing

Research outputs 2022 to 2026

The Rowley Shoals, off northwestern Australia, are renowned as a biodiversity hotspot. This remote system comprises three atolls, Clerke, Imperieuse and Mermaid, which in recent years have been increasingly targeted by illegal fishing, a pressure rising across the Indo-Pacific. The objective of this study was to quantify recent changes in sea cucumber assemblages across the Rowley Shoals. We surveyed nine sea cucumber species at monitoring sites in 2018 and 2023 to assess changes in their abundance. Total assemblage densities declined significantly across all atolls and habitats. Documented seizures of illegally harvested holothurians by the Australian Fisheries Management Authority over this …

Prenatal Stress Induces Changes In Behavior, Hpa Axis, Inflammation, And Oxidative Stress In Adult Rats Offspring, Jorge M Aguiar-Geraldo, Jefté Peper-Nascimento, José Henrique Cararo, Taise Possamai-Della, Alexandra I Zugno, Anilkumar Pillai, João Quevedo, Samira S Valvassori

Faculty, Staff and Student Publications

Prenatal stress is related to the development of psychiatric disorders involving inflammation, oxidative stress, and hypothalamic-pituitary-adrenal (HPA) axis. Therefore, the aim of the present study was to evaluate the effects of prenatal stress on behavior, inflammation, oxidative stress, and the HPA-axis in the dams and their offspring treated with lithium. Thirteen pregnant Wistar rats were exposed to a prenatal chronic unpredictable stress protocol from the 14th day of gestation until birth. At the 60th postnatal day (PND), a treatment protocol was carried out in the offspring with lithium (intraperitoneally - 47.5 mg/kg) or saline for seven days (twice a day). …

Evaluation Of The Posterior Segment Of The Dromedary Camel’S Eye Using Spectral-Domain Optical Coherence Tomography (Sd-Oct), Amine Berghiche, Djallal Eddine Rahmoun, Nassiba Reghaissia, Allaoua Chaouki Bentazir, Mohamed Kamal Merai Abdel Maksoud

The Thai Journal of Veterinary Medicine

The dromedary camel possesses unique ocular adaptations enabling survival in harsh desert environments. This study aimed to characterize the posterior segment of the dromedary camel’s eye using spectral-domain optical coherence tomography (SD-OCT) and fundus photography. Fourteen healthy adult camels were sedated and imaged. High-resolution OCT images enabled clear visualization and measurement of the retina, choroid, and sclera. The retina exhibited well-defined layers, including the retinal pigment epithelium, photoreceptor layer, plexiform layers, and nerve fiber layer. Mean thicknesses of the retina, choroid, and sclera were 267 ± 2.54 μm, 299 ± 3.15 μm, and 155 ± 2.74 μm in the right …

Exosome Engineering For Blocking Gut Dysbiosis And Inducing Cell Death Mechanisms In Glioblastoma Multiforme, Ahalya Muraleedharan, Karthik Rangavajhula, Swapan K. Ray

Faculty Publications

Glioblastoma multiforme (GBM) is the most lethal primary brain tumor in adults. Emerging evidence endorses that gut dysbiosis contributes to GBM progression through the gut–brain axis (GBA), promoting inflammation and therapeutic resistance via abnormal short-chain fatty acid production and cytokine dysregulation. Exosomes, naturally occurring nanovesicles (30–150 nm), offer promising therapeutic potential due to their blood–brain barrier permeability, biocompatibility, and versatile cargo capacity. This review examines exosome engineering strategies for dual targeting: inhibiting alterations in gut microbiome and inducing regulated cell death mechanisms such as apoptosis and ferroptosis in GBM. We describe exosome engineering with detailed focus on cargo loading approaches …

Atlantic Sharpnose (Rhizoprionodon Terraenovae) Chondocranium, Morgan Indyk, Sarah Hendricks, David W. Kerstetter

All Scans: Kerstetter Fisheries and Avian Ecology 3D Scan Series

No abstract provided.

Differential Response Of Finger Millet Accessions To Contrasting Saline Water Levels And Irrigation Regimes Under Desert Conditions, Abidemi Talabi, Nhamo Nhamo, Sumitha Thushar, Prashant Vikram, Hifzurrahman Rahman, Mohammed Shahid, Neeru Sood, Malavika Sudheer, Dheeraj Thikkamaneni, Amna Almarri, Fatma Alsaffar, Deep Galani, Moyeez Alam, Sonia Goel, Rakesh K. Singh

All Works

Water salinity and scarcity constitute major limitations to crop production in arid and semi-arid regions. Introduction of nutritious and stress-tolerant underutilized crops is a promising approach for dietary enrichment, cropping system diversification, remediation of marginal and degraded lands, and building climate resilience. The primary objectives of this study were to investigate the effect of water salinity and managed water-deficit stress on grain and fodder yield, identify multi-trait ideotypes, and validate the stability and genetic gain in finger millet ideotypes over a 2-year period. A total of 80 finger millet accessions were evaluated under fresh water (0 dS/m) and two saline …

Bone Marrow Endosteum Houses Hedgehog-Susceptible Dlx5-Expressing Osteoblast Precursor Cells, Keita Kondo, Yuki Matsushita, Shion Orikasa, Yuta Nakai, Aiko Kuroda, Shinsuke Ohba, Wanida Ono, Noriaki Ono

Faculty, Staff and Student Publications

The bone marrow endosteum provides a robust source of bone-making osteoblasts by housing various types of osteoblast precursor cells, including endosteal stem cells expressing fibroblast growth factor receptor 3 (Fgfr3) and their downstream progenitor cell populations. In fetal bone development, Dlx5 marks early perichondrial cells that populate the diaphyseal bone and marrow stroma in the postnatal stages. However, the location of Dlx5-expressing cells in the postnatal bone marrow and how they contribute to osteogenesis remain undefined. Here, we show that Dlx5

A Revision Of The Psammophilic Genus Liobuthus Birula, 1898 (Scorpiones: Buthidae), With A Description Of Four New Species From Central Asia, Victor Fet, František Kovařík, Graeme Lowe, Matthew R. Graham

Euscorpius

The rare Central Asian psammophilic scorpion genus, Liobuthus Birula, 1898 (Scorpiones: Buthidae), is revised. Five species are delineated according to results from three species delimitation approaches using mitochondrial DNA. Results are supported by diagnostic morphology, including an assessment of the distinctive neobothriotaxy. The type species, L. kessleri Birula, 1898, is confirmed for Iran (northeast), Turkmenistan and Uzbekistan (south). Four new species are described: L. atamuradovi sp. n. (Turkmenistan),  L. danovi sp. n. (Kazakhstan, northern Turkmenistan, Uzbekistan), L. shukurovi sp. n. (southwestern Tajikistan), and L. vachoni sp. n. (southern Kazakhstan), The unique additive neobothriotaxy (on both pedipalp femur and patella) …

Exploring Molecular And Morphological Diversity Of Ostracoda: A Combined Approach Based On Coi Sequences And Morphological Characters, Serdar Di̇nç, Serap Mutun, Okan Külköylüoğlu

Turkish Journal of Zoology

Ostracods are diminutive aquatic invertebrates with a broad geographical distribution  across a diverse range of aquatic habitats, including lentic and lotic freshwater  environments as well as marine waters. Due to their sensitivity to environmental  changes, ostracods are valuable tools in biodiversity monitoring, providing a link to  past, present, and future ecological conditions. Despite the significance of classical  taxonomic studies in species identification, molecular approaches remain  underutilized in ostracod research, representing an area of potential growth for  advancing our understanding of this diverse group. Thus, molecular studies in  ostracods have the potential to greatly enhance our understanding of morphology,  ecological variation …

Spatial And Temporal Variability Of Mayfly Communities (Insecta: Ephemeroptera) In Mountainous And Semimountainous Rivers Of The Western Aegean Basin, Biljana Rimcheska, Yanka Vidinova

Turkish Journal of Zoology

Mayflies are among the most abundant benthic invertebrates inhabiting natural lotic  freshwater systems. Their assemblages vary with environmental, geographical, and  hydrological conditions along altitudinal gradients and under different types of  watershed disturbance. The main objective of this study was to analyze the  composition and β-diversity of mayflies across three river watersheds and to assess  how these assemblages differ among them. We collected biological and  environmental data from 38 sampling sites distributed across the three river  watersheds. We hypothesized that mayfly assemblages would vary with  environmental gradients on both spatial and temporal scales; specifically, we  expected pristine streams to exhibit higher …

Towards The Assessment Of E-Flows: A Fish-Based Approach For The Tiber River Basin (Central Italy), Antonella Carosi, Francesca Lorenzoni, Fatemeh Zarei, Rachele Brustenga, Lucio Di Matteo, Daniela Valigi, Corrado Cencetti, Carlo Cardellini, Stefano Casadei, David Cappelletti, Massimo Lorenzoni

Turkish Journal of Zoology

Estimating ecological flows (EFs) in rivers is crucial for meeting the Water Framework  Directive (WFD) 2000/60/EC goals. To develop an EF model, it is  essential to use biological indicators to reliably record the impacts of human-induced  alterations on aquatic ecosystems. The adaptability of fish to annual flow variability  makes them a significant biological quality element (BQE). Consequently, using fish  as bioindicators is a powerful tool for assessing the impact of changes in the  hydrological regime on the natural communities within a river system. The new index  of the ecological status of fish communities (NISECI) is a methodology developed in  Italy …

Chlorella Vulgaris Measurements Using Full-Spectrum Goniometer For Optically Complex Inland Water Monitoring, Pinar Gürbüzer, Uğur Murat Leloğlu

Turkish Journal of Zoology

Rising environmental stressors, including climate change, nutrient loading, pollution,  and anthropogenic impacts, have made the continuous monitoring of lake water  quality increasingly essential. While in situ methods offer high precision, satellite-based remote sensing is essential for capturing large-scale, long-term changes and  accessing remote or extreme environments. To complement these approaches, we  developed a cost-effective in situ optical measurement system specifically designed  for optically complex inland waters. T he instrument enables detailed optical  characterization across scattering angles from 0° to 160° and wavelengths between  423 and 728 nm, covering both visible and near-infrared regions. Initial validation was  performed using monocultures of …

Ant Queens Divide Tasks Among Themselves To Maximize Efficiency In Multi-Queen Colonies, Ian Brush

Research on Capitol Hill

Before workers arrive, founding queens must sustain the colony on their own. In single-queen colonies, one queen performs all necessary tasks. In contrast, when several queens co-found a colony, their contributions often differ: some queens invest more in egg-laying, while others devote more effort to brood care or nest maintenance.

We Can Use Coyotes As A Model To Understand How Social Loss Alters The Brain, Rebekah Rowe

Research on Capitol Hill

While we understand some factors that increase psychological distress for grieving individuals, little is known about this biological basis.

Could Gene Editing Increase Chicken Resistance To Avian Influenza?, Alta Crane

Research on Capitol Hill

Avian Influenza is a viral infection that causes outbreaks of "bird flu," greatly affecting avian health. Influenza A virus (IAV) relies on various host factors for efficient replication. Previous studies in human cells have identified four genes as critical host factors required for IAV infection. To investigate whether similar host– virus interactions exist in avian species, we utilized gene editing systems to generate knockout fibroblast cell lines targeting those four genes and then applied these techniques to germ cells.

Accumulation Of Polyphenolic Compounds In Amelanchier × Lamarckii Fruit In Conditions Of Southwestern Slovakia, Luba Durisova, Tunde Jurikova, Monika Ondrasova, Pavol Elias Jr., Deni̇z Hazar, Jiri Mlcek

Turkish Journal of Agriculture and Forestry

In Slovakia, snowy mespilus (Amelanchier × lamarckii F. G. Schroed.) is recognized both as an ornamental plant and alesser-known fruit species, prized for its high levels of bioactive compounds, particularly polyphenols. The aim of this study was todetect the polyphenolic profile of snowy mespilus and to assess polyphenol accumulation in cells. The total polyphenol content wasdetermined by the Folin–Ciocalteu method, antioxidant activity by the 2,2-diphenyl-1-picrylhydrazyl (DPPH) radical scavenging assayand the 2,2′-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid) (ABTS) method, and individual polyphenolic compounds by the highperformanceliquid chromatography (HPLC) method. The results of analyses revealed that among the phenolic acids, chlorogenicacid was the most prevalent [44.24 …

Chrysin Alleviates Salt Stress By Enhancing Antioxidant Enzymes, Nutrient Balance, And Phytohormone Contents In Forage Pea, Sedat Severoğlu

Turkish Journal of Agriculture and Forestry

This study aimed to evaluate the potential protective effects of chrysin (Chr), a flavonoid compound, on growth, biochemical,hormonal, and nutrient levels in forage pea (Pisum sativum ssp. arvense L.) seedlings under NaCl-induced salt stress. The experimentwas conducted under controlled greenhouse conditions in a completely randomized design with three different concentrations of Chr(Chr0: 0 mM, Chr1: 0.1 mM, and Chr2: 0.5 mM Chr) and three levels of salt stress (S0: 0 mM, S1: 100 mM, and S2: 200 mM NaCl),resulting in nine treatment combinations (T0: Chr0S0, T1: Chr0S1, T2: Chr0S2, T3: Chr1S0, T4: Chr1S1, T5: Chr1S2, T6: Chr2S0, T7: Chr2S1, andT8: …

Effects Of Gamma Irradiation On Antioxidant Enzyme Activities In Black Carrot Callus Under Drought Stress, Damla Turan Büyükdi̇nç, Di̇lruba Tabay Sümbül, Sheikh Mansoor

Turkish Journal of Agriculture and Forestry

Daucus carota L. (carrot) is a commercially significant root vegetable widely cultivated in temperate regions for its edible taproot and valued for its high nutritional content. This study aimed to investigate the effects of drought stress on callus tissues of the Hatay black carrot (Daucus carota L. ssp. sativus var. atrorubens Alef.) genotype and to determine the impact of different gamma radiation doses on antioxidant enzyme activities. Black carrot callus tissues were exposed to gamma irradiation at doses of 0, 7, 8, and 9 Gy to evaluate their responses to drought stress. Antioxidant enzyme activities, including superoxide dismutase (SOD), …

Bioactive Profile And Mineral Composition Of Fruit Extracts From Four Wild Hawthorn (Crataegus Spp.) Species, Özlem Çakir, Kübra Çinar Topçu, Abdurrahman Sefali, İshak Bayyi̇ği̇t, Gülçe İlhan, Jyoti̇ Singh

Turkish Journal of Agriculture and Forestry

This study compared the antioxidant capacity, total phenolic content (TPC), phenolic composition, lipid oxidation level, andmineral profiles of extracts obtained from four wild hawthorn species (Crataegus tanacetifolia, C. orientalis subsp. orientalis, C. orientalissubsp. szovitsii, and C. monogyna) collected from northeastern Türkiye. Significant interspecific variations were observed in DPPH,FRAP, and CUPRAC assays. While C. monogyna had the highest reducing capacity and TPC, C. orientalis subsp. szovitsii had the highestDPPH activity. Ultra-high performance liquid chromatography coupled to tandem mass spectrometry analysis showed that catechin,epicatechin, chlorogenic acid, and quinic acid were the major phenolics, and were particularly abundant in C. monogyna. Despitehaving a …

Production Of The Antitumor Compound Deoxyharringtonine By Suspension-Culturedcells Of Cephalotaxus Hainanensis, Liang Wang, Muhammad Mubashar Zafar, Chongyu Wu, Zhiqiang Xiong, Jingyi Sun, Huapeng Sun, Hanqing Cong, Xuefei Jiang, Mahmoud F. Seleiman, Fei Qiao, Peter Nick

Turkish Journal of Agriculture and Forestry

Plant cell fermentation can be a sustainable biotechnological alternative to the wild collection of medicinal plants. As aparadigm, we explored the potential of using the highly endangered endemic tree Cephalotaxus hainanensis, which accumulatescephalotaxine esters—potent anticancer compounds. We successfully established a suspension cell line able to convert cephalotaxineinto its esters, including deoxyharringtonine, harringtonine, isoharringtonine and homoharringtonine at a remarkable maximalconversion rate of up to 86%, when supplemented with L-homoleucine, a precursor for the side chains of these esters. Furthermore, byadding elicitors, we were able to enhance the yield significantly beyond the values expected from the complete conversion of the addedcephalotaxine. In …

Pest Management For Utah Cut Flower Production: Insects And Their Relatives, Nick Volesky, Marion Murray, Melanie Stock

All Current Publications

Pest management is important in cut flower production, marketability, and farm profitability. This fact sheet focuses on animal pests (insects, arthropods, mollusks, and vertebrates), not diseases or weeds, and has two parts. Part 1 applies Integrated Pest Management (IPM): using preventive techniques, pest thresholds, and best management practices with pests in cut flower crop production. Part 2 highlights the top 10 common pests of cut flowers in Utah and their management.

Decyl Caffeate Inhibits The Proliferation Of Human Triple-Negative Breast Cancer Cells, Che-Yi Chao, Woei-Cheang Shyu, Chih-Lung Lin, En-Pei Isabel Chiang, Yueh-Hsiung Kuo, Feng-Yao Tang

BioMedicine

Background: Over recent decades, considerable attention has been directed toward the discovery of novel compounds capable of targeting survival-related signaling networks as therapeutic candidates for triple-negative breast cancer (TNBC). Central to TNBC pathobiology are the Akt/mTOR and MAPK/ERK signaling axes, both contribute to tumor progression and therapeutic resistance. Caffeic acid (CA), a naturally derived phenolic compound with anti-inflammatory activity, has previously been investigated for its anti-cancer potential. Purpose: In the present study, we explored the therapeutic value of newly synthesized CA derivatives in TNBC models using both cellular and animal-based systems. Methods: The anti-tumor efficacy of these CA derivatives was …

Increased Dairy Product Consumption Is Associated With Shorter Telomere Length In Buccal Cells Among Normotensive Adults, Hsin-Hwa Tsai, Yang-Di Su, Zi-Lun Lai, Chia-Yu Lin, Shu-Fan Lin, Hsiu-Ching Hsu, Wen-Yuan Lin, Po-Ren Hsueh

BioMedicine

Background: Telomere length (TL) is a biomarker of biological aging and a predictor of age-related diseases. Dietary patterns, including dairy consumption, may influence telomere dynamics, but the evidence remains limited, particularly in Asian populations. This study investigates the association between dairy consumption and relative telomere length (RTL) in Taiwanese adults, with results analyzed by hypertension status.

Methods: A cross-sectional survey was conducted among 259 adults in Taipei, Taiwan. RTL was measured using quantitative PCR from buccal cells. Dietary intake was assessed through self-reported questionnaires, with a focus on dairy frequency and fat content. Multiple linear regression models were used to …

Determination Of Cortisol Concentrations Using Different Biomarkers In Dairy Goats During Pregnancy, Fatma Mi̇ra Güven, Erkan Pehli̇van

Turkish Journal of Veterinary & Animal Sciences

Pregnancy is considered one of the most physiologically stressful periods in mammals. In the present study, serum and hair cortisol concentrations were measured in nine female Akkeçi goats, including five primiparous (1.5 years old) and four multiparous (3.5 years old), to evaluate chronic stress during pregnancy. Hair samples were collected in October, November, and December following the introduction of bucks to the herd and within the first 12 h postpartum (corresponding to the 1st, 2nd, 3rd, and 7th sampling times). Hair samples were not collected in January, February, or March (the 4th, 5th, and 6th sampling times) due to insufficient …

Effects Of Zinc-Reinforced Clinoptilolite On Hematological Parameters, Igg Levels, And Enzyme Histochemistry In Fattening Lambs, İhsan Kisadere, Muhi̇tti̇n Zengi̇n, Özkan Demi̇rbaş, Mehmet Faruk Aydin

Turkish Journal of Veterinary & Animal Sciences

The study aimed to determine the effects of zinc-reinforced clinoptilolite supplementation to the diet on selected hematological parameters, serum immunoglobulin G (IgG) concentrations, and enzyme histochemical characteristics in fattening lambs. For this purpose, 40 healthy male lambs were randomly allocated into five equal groups: control (C; n = 8), natural clinoptilolite (NC; n = 8), zinc (ZN; n = 8), natural clinoptilolite plus zinc (NCZN; n = 8), and zinc-reinforced clinoptilolite (ZNRC; n = 8). All animals were housed in individual pens, and the supplementation period continued for 42 days. Blood samples were collected before the trial (day 0) and …

Cover And Contents

Turkish Journal of Veterinary & Animal Sciences

No abstract provided.

Comparison Of The Mars And Xgboost Algorithms For Predicting Body Weight In Kalahari Red Goats, Louis Thobela Tyasi, Cem Tirink, Kwena Mokoena, Hasan Önder, Uğur Şen, Demet Çanga Boğa, Tolga Tolun, İsmai̇l Gök, Yüksel Aksoy, Lütfi̇ Bayyurt, Ömer Faruk Yilmaz

Turkish Journal of Veterinary & Animal Sciences

Estimating goat body weight from morphometric traits is essential for growth monitoring, health management, and welfare. Accurate weight informs nutrition, clinical interventions, and mating decisions. In this study, the MARS and XGBoost algorithms were used to estimate the live weight of Kalahari Red goats based on body measurements. A dataset containing body length (BL), birth type (single, twin, or triplet), withers height (WH), rump height (RH), and heart girth (HG) information for 200 goats was used in the training and testing of the models. The performances of the models were evaluated with the goodness-of-fit criteria. XGBoost showed a performance of …